Generate Pix2Pix Images with TensorFlow.js in Node.js

0:00 Introduction
1:19 The h5 model format
2:20 Create an NPM project
3:30 TypeScript and ts-node
6:00 Model
8:20 Input images
11:30 Reading images as pixels
12:20 Images to input tensors
15:10 Predict
16:25 Saving output predictions
16:40 Mapping images for Pix2Pix
18:42 Demo
20:20 Pushing to Git
21:10 Outro

Just added timestamps to the video to make it easier to watch! ↓
0:00 Introduction
1:19 The h5 model format
2:20 Create an NPM project
3:30 TypeScript and ts-node
5:20 Importing TensorFlow.js
6:00 Model
8:20 Input images
11:30 Reading images as pixels
12:20 Images to input tensors
15:10 Predict
16:25 Saving output predictions
16:40 Mapping images for Pix2Pix
18:42 Demo
20:20 Pushing to Git
21:10 Outro

[sydkashifjad]

17:12 - add 0.5 (not 1), the comment is wrong but in code its correct, when you add 0.5.

[kun]

how to create model file?? i cant find anywhere please help teacher

[sumermatharu]

Hi Nono! Thank you very much for the amazing video. I was wondering if you had posted the next video for Generating pix2pix images with tensorflow.js on the web? I went through your playlist and did not find it. Please let me know if I missed it :). I have trained a pix2pix model and am trying to figure out how to deploy it to a web app where I can upload an image and allow the trained model to predict the result :D

[sydkashifjad]

Nono, this is a life saver. Thanks a lot...